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返回到 Bayesian Statistics: From Concept to Data Analysis

学生对 加州大学圣克鲁兹分校 提供的 Bayesian Statistics: From Concept to Data Analysis 的评价和反馈

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1,972 个评分
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517 条评论

课程概述

This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. We will learn about the philosophy of the Bayesian approach as well as how to implement it for common types of data. We will compare the Bayesian approach to the more commonly-taught Frequentist approach, and see some of the benefits of the Bayesian approach. In particular, the Bayesian approach allows for better accounting of uncertainty, results that have more intuitive and interpretable meaning, and more explicit statements of assumptions. This course combines lecture videos, computer demonstrations, readings, exercises, and discussion boards to create an active learning experience. For computing, you have the choice of using Microsoft Excel or the open-source, freely available statistical package R, with equivalent content for both options. The lectures provide some of the basic mathematical development as well as explanations of philosophy and interpretation. Completion of this course will give you an understanding of the concepts of the Bayesian approach, understanding the key differences between Bayesian and Frequentist approaches, and the ability to do basic data analyses....

热门审阅

GS

Sep 01, 2017

Good intro to Bayesian Statistics. Covers the basic concepts. Workload is reasonable and quizzes/exercises are helpful. Could include more exercises and additional backgroung/future reading materials.

JH

Jun 27, 2018

Great course. The content moves at a nice pace and the videos are really good to follow. The Quizzes are also set at a good level. You can't pass this course unless you have understood the material.

筛选依据：

251 - Bayesian Statistics: From Concept to Data Analysis 的 275 个评论（共 508 个）

创建者 Zotov A V

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Nov 21, 2016

I want more practice programming tasks for this course.

创建者 Sameen N

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Feb 05, 2019

Thanks it was nice learning from wonderfu instructors.

创建者 Nguyen Q V

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Aug 21, 2017

It is the good place to start to learn Bayesian theory

创建者 Lazaros S

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Oct 04, 2019

Excellent and very helpful course. Highly recommended

创建者 Cem T

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May 11, 2019

It was a groundbreaking course. I highly suggest it.

创建者 Gu F

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Feb 16, 2017

amazing quizes, and you don't have pay to take them.

创建者 A F

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Apr 21, 2018

Great explanations, with detailed steps to follow.

创建者 robert s

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Dec 22, 2016

Instructor responds quickly to problems. Good job.

创建者 JOSE F

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Jan 18, 2018

Great explanations, and great reference material.

创建者 Bill S

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Oct 16, 2017

Very good -- from fundamentals to basic analyses.

创建者 Rizzardig

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Aug 30, 2016

Just an introduction to the topic but very clear.

创建者 Vítor R

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Apr 29, 2019

The practice exercises were very well conceived!

创建者 Shounak D

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Aug 27, 2018

Good introductory course on Bayesian Statistics.

创建者 tze s

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Jul 17, 2018

very detailed and good classes on bayesian stats

创建者 Peter A

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Mar 17, 2020

Excellent introduction of all the key concepts.

创建者 Yidan Z

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Jul 07, 2019

very helpful for learning Bayesian on your own.

创建者 Andreas Z

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Mar 08, 2018

Very good introduction to Bayesian Statistics.

创建者 Mehdi H

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Nov 11, 2017

I really liked the course and the instructor.

创建者 Deborah S

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Jun 28, 2019

Didatic and complete course! I recomend 100%

创建者 Quanying L

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Jun 29, 2018

The course is informative and clear. Thanks.

创建者 Brian J

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Mar 18, 2018

Great course, I learned a lot. Challenging!

创建者 Liublu B

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Aug 29, 2017

Very good, I reccomend it to data scientist

创建者 Scott B

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Jan 10, 2020

Excellent overview of bayesian statistics.

创建者 Rami K

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May 06, 2017

Great introdation for Bayesian Statistics!

创建者 jalal e h

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Sep 13, 2016

Great introduction to bayesian statistics

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